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  • Flight patterns when an exploding SpaceX Starship fills the sky with garbage

    January 14, 2026

    Topic

    Maps  /  explosion, ProPublica, SpaceX

    A SpaceX rocket explosion elicits images of spectacle and maybe thoughts of a lot of funds up in flames. But if you’re a pilot flying in an area suddenly defined by the FAA as a debris zone, you probably have other things on your mind. ProPublica analyzed flight data where a SpaceX Starship rocket exploded on January 16, 2025.

    We compared the plane’s locations and maneuvers to the FAA’s debris zone, which was based on coordinates it released to air traffic personnel. We identified planes inside the zone during or just after the explosion in January, as well as others that appeared to take significant action to avoid the area. Planes that had just crossed the zone or flew in parallel to it were not included. This analysis may not be comprehensive of all evasive maneuvers or disruptions caused by the explosions.

  • Losing American data

    January 14, 2026

    Topic

    Data Sharing  /  Bloomberg, government, takedown

    For Bloomberg, Molly Smith reports on the state of government data:

    But Trump has made it clear that some data collection simply didn’t align with White House “priorities” that no longer include “woke” topics such as climate change (a “hoax”) or diversity, equity and inclusion. Many of the cuts have also been aimed at data that would reflect poorly on the administration’s policies.

    The administration will no longer conduct an engagement and satisfaction survey of the federal workforce after gutting its ranks, and it tried unsuccessfully to disable a website on government spending. The Social Security Administration quietly stopped publicly reporting its live call-center wait times as it was experiencing significant customer service changes and staffing reassignments. The Environmental Protection Agency is moving toward ending a majority of reporting requirements under a “burdensome” greenhouse gas program as the administration rolls back emissions controls. The US Department of Agriculture canceled its food security survey just days before the government shutdown disrupted food aid for tens of millions of people. The USDA also released a delayed trade report that was stripped of its usual analysis, reportedly because the comments ran counter to the president’s messaging.

    A lot of people who think these takedowns are a good thing are going to experience the effects of not having enough data to see properly.

  • Your interpretation of uncertainty language compared

    January 13, 2026

    Topic

    Statistics  /  Adam Kucharski, uncertainty, words

    Probability expressed as a percentage is a value between 0% and 100%. If there is a 0% probability that something happens, then the thing is impossible. If there is 100% probability that something happens, then the thing is definite. This uses words to describe a number.

    Now turn it around. What probability do you use to describe the words? If something is unlikely, what are the chances that something occurs? Adam Kucharski made a quiz that lets you assign probability to common words used to express probability. Then compare against what others answered.

    See also: the distributions of likelihood and the CIA rendition from the 1990s.

  • Infinite collaborative word search

    January 12, 2026

    Topic

    Data Art  /  collaboration, game, Luke Schaef, words

    You know the standard word search setup. There’s a grid of letters, and within that grid are hidden words to search for. Now imagine that grid of letters can grow infinitely and many people can search the grid at the same time. Luke Schaef made that game, where people can find and submit words.

    Make sure to zoom out and pan. The middle of the grid is a blob, but people started to use word-finding as a drawing mechanism towards the edges, because of course they have.

  • DOGE hiring and non-hiring data

    January 12, 2026

    Topic

    Data Sources  /  Bloomberg, DOGE, FOIA, government

    In efforts to understand the hiring and firing at the beginning of the DOGE havoc in 2025, for Bloomberg, Aaron Gordon and Jason Leopold review data requested through the FOIA.

    One agency immediately stands out: the Internal Revenue Service. In January 2025, the IRS hired 1,313 people. Over the next two months the agency laid off 11,000 workers, or about 11% of its workforce. And it hired zero people in February and March. What happened at the IRS amidst the DOGE-slashing effort that swept through the federal government is an extreme case of how Musk and his wrecking crew gutted agencies. The IRS did not respond to a request for comment.

    Also last January, the federal government hired slightly more than 10,000 people. That didn’t decrease much in February, but the composition of hiring changed dramatically. About half the hires in January were from departments scattered across the government. The IRS accounted for one out of every nine hires. That changed in February. About 80% of the new hires were from the departments of Defense and Homeland Security.

    You can download the spreadsheet from Bloomberg, which includes names, agencies, and salaries.

    Sadly, receiving data from the U.S. government almost feels like an anomaly at this point. This request took about a year to process.

  • Job cuts for every federal agency

    January 12, 2026

    Topic

    Statistical Visualization  /  government, layoffs, New York Times

    Based on November data released by the Office of Personnel Management, the federal workforce is 220,000 workers fewer in this administration. For the New York Times, Emily Badger, Francesca Paris, and Alicia Parlapian provides a searchable table for how each agency was affected and the year-over-year change.

    Of note:

    Amid all the cuts, one agency has notably swelled: Immigration and Customs Enforcement expanded by about 30 percent through November, and more new hires have been announced since as the Trump administration continues to ramp up its deportation campaign.

  • A word with a videoclip every day

    January 9, 2026

    Topic

    Self-surveillance  /  Henry Brown, journaling, selfie

    Riffing on the photo-everyday genre, Henry Brown recorded a clip of himself saying a single word every day for a year. Stringing the clips together comes an essay on the perception of time, in the context of a year.
    Read More

  • Where generic medication comes from

    January 9, 2026

    Topic

    Infographics  /  drugs, generic, prescription, ProPublica

    When generic drug manufacturers have issues like contamination, it is difficult for those who take the medications to know if they are affected. There is no standardized way to look up the data for where the pills in your bottle came from. ProPublica made an app that makes the lookup more straightforward.

    Even though generic drugs make up 90% of prescriptions dispensed in the U.S., the FDA only provides piecemeal information about them. It’s scattered across different websites with no easy way to link drugs to their manufacturers, factory locations and regulatory track records. Over many months, our journalists connected that data. In one case, ProPublica had to sue the FDA in federal court and received a partial list of factory locations.

    You can use this app to connect your own medication to the manufacturer that made it, to the specific factory where it was made and to any FDA inspection reports and serious compliance violations linked to that facility that ProPublica has obtained.

  • Pizza declines in the U.S.

    January 8, 2026

    Topic

    Statistical Visualization  /  pizza, Wall Street Journal

    With more choices for a quick bite, the market share for pizza in the United States has taken a hit over the past few years. Heather Haddon for the Wall Street Journal:

    Americans still eat a lot of pizza. Pizza chains generated around $31 billion in sales from their restaurants in 2024, the market-research firm Technomic said. On any given day, around one in 10 Americans will partake of a slice, according to the Agriculture Department. Young people drive much of the consumption.

    Pizza’s dominance in American restaurant fare is declining, however. Among different cuisines, it ranked sixth in terms of U.S. sales in 2024 among restaurant chains, down from second place during the 1990s, Technomic said.

    Remember when the only delivery option was pizza?

  • Members Only

    Visualization Tools and Resources, December 2025 Roundup

    January 8, 2026

    Topic

    The Process  /  roundup

    Here are tools to use, resources to learn from, and data to analyze.

  • Printable calendar on a single page

    January 7, 2026

    Topic

    Software  /  calendar, JavaScript, print

    NeatoCal is a JavaScript-based calendar implementation that you can print on a single page. Play with the code or use the live demo with parameters for various encodings and layouts. Then print the one-pager from your browser. Plan your entire year. Done.

  • Imagining a global lottery where you are born with less

    January 6, 2026

    Topic

    Maps  /  average, comparison, Giving What We Can, lottery, world

    To highlight challenges in other countries, Giving What We Can imagined a birth lottery to see how you might start life from birth. Spin the globe and see how the country you land on compares against your own in terms of life expectancy, income, and education.

    The metrics, sourced from Our World in Data, feed into the Human Development Index, which is used to estimate if the starting point in one country is more difficult than that of another.

  • Data Underload  /  New Year, resolution

    New Year’s Resolutions for Men and Women

    As is customary for the New Year, we set resolutions that we will definitely accomplish before the next year arrives. Here is what we are aiming for in 2026.

    Read More
  • Network of presidential business deals

    January 2, 2026

    Topic

    Network Visualization  /  business, conflict, New York Times, president

    Stating the obvious, the U.S. president has made lucrative business deals while in office. The scale of these deals is more difficult to figure out. For the New York Times, Lazaro Gamio and Amy Schoenfeld Walker break down the network between the president, his family, and others in office.

    While some might consider this a conflict of interest, others clearly see opportunity. Good times.

    See also: the Wall Street Journal’s network buildout.

  • Members Only

    A year of FlowingData, in 2025

    December 31, 2025

    Topic

    The Process  /  annual review

    With a few hours left in my year over here, it seemed like a good time to reflect. Here’s what we did in 2025.

  • Visualization  /  best-of

    Best Data Visualization Projects of 2025

    Despite developing tech that some think might take over our day-to-day work, data things got made by people this year. These are my favorites.

    Read More
  • Trouble with AI chatbots that mimic people

    December 31, 2025

    Topic

    Artificial Intelligence  /  anthropomorphism, chatbot, ethics, New York Times

    Kashmir Hill reports for the New York Times:

    Schneiderman, the computer science professor, calls the desire to make machines that seem human a “zombie idea” that won’t die. He first noticed ChatGPT’s use of first person pronouns in 2023 when it said, “My apologies, but I won’t be able to help you with that request.” It should “clarify responsibility,” he wrote at the time and suggested an alternative: “GPT-4 has been designed by OpenAI so that it does not respond to requests like this one.”

    Margaret Mitchell, an A.I. researcher who formerly worked at Google, agrees. Mitchell is now the chief ethics scientist at Hugging Face, a platform for machine learning models, data sets and tools. “Artificial intelligence has the most promise of being beneficial when you focus on specific tasks, as opposed to trying to make an everything machine,” she said.

    For those who don’t know that data and probability drive chatbots, let alone knowing the technical bits, computers might as well have become magic machines that think for themselves. Building the models to sound like humans probably doesn’t help.

    My only hope is that people grow more wary of the words they enter into chatbots and more skeptical of the probabilistic output that comes out. Every time my kids point out generative AI voice, pictures, or video feels like a win.

  • Prediction market for all the things is mostly sports, but they don’t talk about that

    December 30, 2025

    Topic

    Statistical Visualization  /  betting, Financial Times, Kalshi, prediction, Sam Learner, sports

    Kalshi is a prediction market that aims to let users bet on everything. The weird thing: almost all revenue comes from sports and the company never talks about it in interviews. For Financial Times, Sam Learner reports on how Kalshi looks a lot like gambling, which is illegal in most states and carries stricter regulations and fees. So the CEO tends to focus on Taylor Swift decisions.

  • Infinite New Year’s ball drop

    December 29, 2025

    Topic

    Infographics  /  Brian Moore, humor, New Year, Will Lindberg

    On New Year’s Eve in New York, a ball drops 139 feet for 60 seconds. Will Lindberg and Brian Moore extrapolated to start the countdown much sooner and from much higher.

  • College football happiness rankings

    December 29, 2025

    Topic

    Statistics  /  college, football, rank, Washington Post

    For the Washington Post, Emily Giambalvo, Kati Perry, and Artur Galocha, ranked college football teams by amount of happiness and misery served to the schools’ fans.

    The rankings span 70 teams and consider more than a dozen metrics, including national championships, playoff appearances, conference titles, winning percentage, wins over ranked opponents and other markers of success. The goal: measure how fans would feel if they abandoned their irrational disposition and focused on how the performance of their team compares to other programs.

    I’m not a college football fan, but during my first year at Cal, eager to hang out with new friends and strangers, I bought season tickets. Cal lost every game that year, except the very last one against Rutgers. Near maximum college football misery.

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